Software to extract crop rows and gaps detection
$1500-3000 USD
Pagado a la entrega
Desktop application to automatically extract planting gaps (failures) in sugarcane fields during the initial growth stages of crop using UAV images (RGB). The application must extract and export the crop rows and the lines with the gaps. In areas with planting gaps, the lines need to be connected. In images, the crop rows can be curved or straight.
Requirements:
Application must run under license validity check (online).
Minimum OS version: Windows 7.
Features:
Inputs:
• Image
• Image date
• Agricultural Parcels with ID
• Harvest year
• two logos for layout
Image processing:
• Select image path
• Fill parameters form to start processing
• Run process with a progress bar
Outputs:
• Browse to save the extracted crop rows (as shapefile)
• Browse to save the shapefile with the lines gaps
Minimum overall accuracy expected:
• 90% in the detection of gaps calculated from the provided images
Results:
• There must be generated a report with:
◦ Visualization of the original image, the planting lines and the gap marks.
◦ Charts and tables with percentage of gaps classified by size and description of the agricultural parcel analyzed
◦ Chart with the space between the parallel lines
◦ The report should follow the model available in the document "report [login to view URL]"
• The report must be exported to PDF
Observations:
• The desktop application will be delivered in English, with the possibility of translating to other languages (support to Internalization via config files)
• Usually, the images have about 3 cm of spatial resolution (pixel size). It can be resampled to 10 cm to improve processing time.
• The information presented in the sample layout is for impersonation only. This information can be arranged responsively according to the size of the agricultural parcels.
• The images that will be processed are very large (GeoTiff format).
Nº del proyecto: #18507468
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Hello, thank you for the detailed requirements and the clear samples. In general it is clear, I have one question please, what is the meaning of red points in the "Sample [login to view URL]"? Regarding my experience I have mo Más
43 freelancers están ofertando un promedio de $2552 por este trabajo
Hi, I can develop the desktop version for extracting and finding gaps in planting for sugar cane fields. For several years, I have worked with complex ML/AI projects with machine learning algorithms such as neural Más
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Hello sir My name is Anas I have extensive experience in GIS and data analysis, data base, remote Sensing and writing research. I am happy to contact you regarding your work and understand more details
Greetings, We have read the project description and understand the nature of work. Well versed with cartography, GIS, RS, Google maps API and other mapping requirements. Best Regards
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This seems like a very interesting project. I propose the following overall approach: 1. A week of prototyping for the image processing (both the generation of the new image and the data extraction). In order to Más